Reinforcement Learning with Python Explained for Beginners

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Reinforcement Learning with Python Explained for Beginners

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收录时间：2021-01-18
最近下载：2025-10-08

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文件列表

  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/10. Q-Learning Implementation for MAPROVER Clipped.mp4 125.6 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/12. Project Frozenlake (Open AI Gym)/2. Frozenlake Implementation.mp4 117.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/9. Value Iteration Solution.mp4 86.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/2. What is Reinforcement Learning Hiders and Seekers by OpenAI.mp4 75.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/3. RL vs Other ML Frameworks.mp4 62.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/6. Monte-Carlo Learning Example.mp4 62.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/9. Non Stationary Environment.mp4 62.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/7. What is Reward.mp4 61.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/6. Limitations of Reinforcement Learning.mp4 55.6 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/3. Setup 3.mp4 54.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/10. Summary.mp4 52.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/16. Modeling Uncertainity of Environment Value Functions.mp4 51.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/8. Stochastic Environment 3.mp4 51.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/9. Q-Learning.mp4 50.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/6. Stochastic Environment.mp4 49.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/4. Policy Comparison.mp4 48.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/2. Learning Rate.mp4 48.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/5. State Belongs to Environment and not to Agent.mp4 46.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/5. Deterministic Environment.mp4 46.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/2. What is Environment_2.mp4 45.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/4. Conditional Probability.mp4 44.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/2. MOR Quiz Solution 1.mp4 42.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/2. Probability 2.mp4 42.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/3. What is Agent.mp4 40.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/8. MOR Quiz Solution 3.mp4 39.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/12. Policy Evaluation.mp4 39.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/5. Conditional Probability Fun Example.mp4 38.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/4. What is State.mp4 37.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/9. Expected Value.mp4 37.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/17. Policy Iteration.mp4 36.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/19. State Action Values.mp4 36.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/1. What is Reinforcement Learning.mp4 35.6 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/10. Value Iteration Solution Activity Value Iteration Python.mp4 35.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/6. What is Action.mp4 35.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/11. TD Lambda/5. TD Q-Learning TD Lambda.mp4 34.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/1. Running Average.mp4 33.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/5. MOR Reward Scaling.mp4 32.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/4. MOR Quiz Solution 2.mp4 32.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/5. Bellman Equation.mp4 32.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/3. Probability 3.mp4 31.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/2. Setup 2.mp4 31.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/12. Project Frozenlake (Open AI Gym)/4. THANK YOU.mp4 31.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/5. TD Algorithm.mp4 31.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/11. Problems of Value Iteration.mp4 30.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/14. Policy Evaluation 3.mp4 30.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/6. MOR Infinite Horizons.mp4 30.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/11. Modeling Uncertainity of Environment.mp4 30.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/7. Request for Your Honest Review.mp4 30.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/8. SARSA.mp4 28.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/9. Policy.mp4 28.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/10. GridWorld Summary.mp4 28.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/3. Optimal Value Function.mp4 28.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/4. Learning Equation.mp4 27.6 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/4. Why Reinforcement Learning.mp4 27.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/5. Monte-Carlo Learning.mp4 26.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/4. Optimal Policy.mp4 26.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/5. Reward Function.mp4 26.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/13. Policy Evaluation 2.mp4 25.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/2. Value Functions.mp4 25.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/2. State Space.mp4 25.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/8. Goal.mp4 25.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/1. Probability.mp4 24.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/3. Activity TD Learning Rate Python.mp4 24.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/11. TD Lambda/2. Formulation.mp4 24.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/12. Modeling Uncertainity of Environment 2.mp4 24.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/8. Joint Probability 3.mp4 24.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/6. Value Iteration.mp4 23.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/11. TD Lambda/1. N Step Look a Head.mp4 23.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/14. Modeling Uncertainity of Environment Stochastic Policy.mp4 22.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/1. What is Environment.mp4 22.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/3. Action Space.mp4 22.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/7. Stochastic Environment 2.mp4 22.6 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/4. Transition Probabilities.mp4 22.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/13. Modeling Uncertainity of Environment 3.mp4 22.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/7. Value Iteration Quiz.mp4 22.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/19. Running Averages as Temporal Difference.mp4 22.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/2. Why Transition Probabilities are Important.mp4 22.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/7. Summary.mp4 21.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/6. Discount Factor.mp4 21.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/1. Markov Property.mp4 21.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/3. Model Based Solutions.mp4 21.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/5. Examples of Reinforcement Learning.mp4 20.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/18. Running Averages 2.mp4 20.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/20. V and Q Comparisons.mp4 20.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/11. TD Lambda/4. TD Eligibility Trace.mp4 20.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/1. Introduction to Course and Instructor/1. Introduction to Course and Instructor.mp4 19.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/7. Joint probability 2.mp4 19.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/16. Policy Evaluation ClosedFormSolution Activity Policy Evaluation Python.mp4 19.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/15. Modeling Uncertainity of Environment Stochastic Policy 2.mp4 19.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/7. Monte-Carlo Learning Limitations.mp4 19.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/15. Policy Evaluation Closed Form Solution.mp4 19.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/1. MOR Quiz 1.mp4 18.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/6. Joint Probability.mp4 18.5 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/3. MOR Quiz 2.mp4 18.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/4. Model Free Solutions.mp4 17.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/1. Setup 1.mp4 17.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/7. Epsilon Greedy Policy.mp4 17.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/11. TD Lambda/3. Values.mp4 16.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/8. Exercises.mp4 15.7 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/7. More on Reward/7. MOR Quiz 3.mp4 15.6 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/6. Exploration vs Exploitation.mp4 15.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/18. Policy Iteration Activity Policy Iteration Python.mp4 14.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/10. Conditional Expectation.mp4 14.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/1. What does it mean that MDP is Unknown.mp4 12.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/1. MDP Recap.mp4 12.1 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/8. Value Iteration Quiz Gamma Missing.mp4 9.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/12. Project Frozenlake (Open AI Gym)/1. Frozenlake 1.mp4 9.3 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/20. Activity.mp4 8.2 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/11. Activity.mp4 7.6 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/5. Markov Decision Process Prerequisites/17. Running Averages.mp4 7.4 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/6. Elements of Markov Decision Process/8. Activity.mp4 6.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/12. Project Frozenlake (Open AI Gym)/3. Implementation Frozen Lake Numpy Activity.mp4 6.0 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/11. TD Lambda/6. TD Q Learning TD Lambda TD(Lambda) MAPRover Activity.mp4 5.9 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/11. SARSA MAPRover Activity.mp4 5.8 MB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/12. Project Frozenlake (Open AI Gym)/1.1 Reinforcement Learning Complete.pptx 5.4 MB
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  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/1. Introduction to Course and Instructor/1.1 Reinforcement Learning Introduction.pptx 119.7 kB
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  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/10. Temporal Differencing-Q Learning/10. Q-Learning Implementation for MAPROVER Clipped.srt 26.8 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/12. Project Frozenlake (Open AI Gym)/2. Frozenlake Implementation.srt 23.6 kB
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  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/8. Stochastic Environment 3.srt 13.0 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/8. Solving MDP/9. Value Iteration Solution.srt 12.4 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/7. What is Reward.srt 12.1 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/1. What is Reinforcement Learning.srt 11.7 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/9. Value Approximation/6. Monte-Carlo Learning Example.srt 11.6 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/2. Motivation Reinforcement Learning/3. RL vs Other ML Frameworks.srt 10.9 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/9. Non Stationary Environment.srt 10.9 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/4. GridWorld Example/4. Policy Comparison.srt 10.7 kB
  • [TutsNode.com] - Reinforcement Learning with Python Explained for Beginners/3. Terminology of Reinforcement Learning/10. Summary.srt 10.5 kB
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